Technical requirements

Let’s understand the prerequisites needed for each tool we’ll discuss for you to follow along in this chapter.

Azure Machine Learning data labeling

Azure Machine Learning provides labeling tools to rapidly prepare data for machine learning projects. Let’s create an Azure subscription and Azure Machine Learning workspace as follows:

• Azure subscription: You can create a free Azure subscription at https://azure.microsoft.com/en-us/free.
• Azure Machine Learning workspace: Once your Azure subscription is ready, you can create an Azure Machine Learning workspace in that subscription.

Label Studio

Install the label-studio Python library using your Python editor:

%pip install label-studio

Then, start the Label Studio development server using the following shell command:

!label-studio start

pyOpenAnnotate

pyOpenAnnotate is a simple tool that helps to label and annotate images and videos using OpenCV.

Let...